# Copyright 2019, The TensorFlow Privacy Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """TensorFlow Privacy library.""" import sys # pylint: disable=g-import-not-at-top if hasattr(sys, 'skip_tf_privacy_import'): # Useful for standalone scripts. pass else: from tensorflow_privacy.privacy.analysis.privacy_ledger import DummyLedger from tensorflow_privacy.privacy.analysis.privacy_ledger import GaussianSumQueryEntry from tensorflow_privacy.privacy.analysis.privacy_ledger import PrivacyLedger from tensorflow_privacy.privacy.analysis.privacy_ledger import QueryWithLedger from tensorflow_privacy.privacy.analysis.privacy_ledger import SampleEntry from tensorflow_privacy.privacy.dp_query.dp_query import DPQuery from tensorflow_privacy.privacy.dp_query.gaussian_query import GaussianAverageQuery from tensorflow_privacy.privacy.dp_query.gaussian_query import GaussianSumQuery from tensorflow_privacy.privacy.dp_query.nested_query import NestedQuery from tensorflow_privacy.privacy.dp_query.no_privacy_query import NoPrivacyAverageQuery from tensorflow_privacy.privacy.dp_query.no_privacy_query import NoPrivacySumQuery from tensorflow_privacy.privacy.dp_query.normalized_query import NormalizedQuery from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdagradGaussianOptimizer from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdagradOptimizer from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdamGaussianOptimizer from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdamOptimizer from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPGradientDescentGaussianOptimizer from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPGradientDescentOptimizer